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Continuous Optimization

3,907 papers

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Papers

Mirror and Preconditioned Gradient Descent in Wasserstein Space NIPS 2024
Newton Losses: Using Curvature Information for Learning with Differentiable Algorithms NIPS 2024
Policy Mirror Descent with Lookahead NIPS 2024
Diffeomorphic interpolation for efficient persistence-based topological optimization NIPS 2024
Near-Optimal Distributed Minimax Optimization under the Second-Order Similarity NIPS 2024
Quantum Deep Equilibrium Models NIPS 2024
MG-Net: Learn to Customize QAOA with Circuit Depth Awareness NIPS 2024
Provable Acceleration of Nesterov's Accelerated Gradient for Asymmetric Matrix Factorization and Linear Neural Networks NIPS 2024
Mean-Field Langevin Dynamics for Signed Measures via a Bilevel Approach NIPS 2024
Advection Augmented Convolutional Neural Networks NIPS 2024
Extensive-Form Game Solving via Blackwell Approachability on Treeplexes NIPS 2024
Quantum Algorithms for Non-smooth Non-convex Optimization NIPS 2024
Automatic Outlier Rectification via Optimal Transport NIPS 2024
Fast Tree-Field Integrators: From Low Displacement Rank to Topological Transformers NIPS 2024
Efficient Sketches for Training Data Attribution and Studying the Loss Landscape NIPS 2024
On the Power of Small-size Graph Neural Networks for Linear Programming NIPS 2024
Multivariate Stochastic Dominance via Optimal Transport and Applications to Models Benchmarking NIPS 2024
Inexact Augmented Lagrangian Methods for Conic Optimization: Quadratic Growth and Linear Convergence NIPS 2024
Generalized Eigenvalue Problems with Generative Priors NIPS 2024
Parameter-free Clipped Gradient Descent Meets Polyak NIPS 2024
R$^2$-Gaussian: Rectifying Radiative Gaussian Splatting for Tomographic Reconstruction NIPS 2024
An Accelerated Gradient Method for Convex Smooth Simple Bilevel Optimization NIPS 2024
Connectivity Shapes Implicit Regularization in Matrix Factorization Models for Matrix Completion NIPS 2024
Private Geometric Median NIPS 2024
Controlling Continuous Relaxation for Combinatorial Optimization NIPS 2024